Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 9879 |
| Missing cells | 614 |
| Missing cells (%) | 0.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 7.2 MiB |
| Average record size in memory | 760.5 B |
Variable types
| Numeric | 11 |
|---|---|
| Categorical | 4 |
| Text | 7 |
| DateTime | 1 |
AverageSpeed is highly overall correlated with CircuitID | High correlation |
CircuitID is highly overall correlated with AverageSpeed and 1 other fields | High correlation |
ConstructorName is highly overall correlated with ConstructorNationality | High correlation |
ConstructorNationality is highly overall correlated with ConstructorName | High correlation |
Grid is highly overall correlated with Points and 1 other fields | High correlation |
Nationality is highly overall correlated with PermanentNumber | High correlation |
PermanentNumber is highly overall correlated with Nationality and 1 other fields | High correlation |
Points is highly overall correlated with Grid and 1 other fields | High correlation |
Position is highly overall correlated with Grid and 1 other fields | High correlation |
Round is highly overall correlated with CircuitID | High correlation |
Season is highly overall correlated with PermanentNumber | High correlation |
Code has 614 (6.2%) missing values | Missing |
Points has 5641 (57.1%) zeros | Zeros |
PermanentNumber has 3518 (35.6%) zeros | Zeros |
Laps has 355 (3.6%) zeros | Zeros |
FastestLapLap has 1819 (18.4%) zeros | Zeros |
AverageSpeed has 1819 (18.4%) zeros | Zeros |
Time_seconds has 5761 (58.3%) zeros | Zeros |
FastestLapTime_seconds has 1819 (18.4%) zeros | Zeros |
Reproduction
| Analysis started | 2024-08-13 00:02:55.397883 |
|---|---|
| Analysis finished | 2024-08-13 00:03:08.231696 |
| Duration | 12.83 seconds |
| Software version | ydata-profiling vv4.9.0 |
| Download configuration | config.json |
Season
Real number (ℝ)
HIGH CORRELATION
| Distinct | 25 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2012.2261 |
| Minimum | 2000 |
|---|---|
| Maximum | 2024 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 77.3 KiB |
Quantile statistics
| Minimum | 2000 |
|---|---|
| 5-th percentile | 2001 |
| Q1 | 2006 |
| median | 2012 |
| Q3 | 2018 |
| 95-th percentile | 2023 |
| Maximum | 2024 |
| Range | 24 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 7.0447821 |
|---|---|
| Coefficient of variation (CV) | 0.0035009892 |
| Kurtosis | -1.1461237 |
| Mean | 2012.2261 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -0.064265382 |
| Sum | 19878782 |
| Variance | 49.628954 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 2012 | 480 | 4.9% |
| 2016 | 462 | 4.7% |
| 2010 | 456 | 4.6% |
| 2011 | 456 | 4.6% |
| 2023 | 440 | 4.5% |
| 2022 | 440 | 4.5% |
| 2021 | 440 | 4.5% |
| 2018 | 420 | 4.3% |
| 2019 | 420 | 4.3% |
| 2013 | 418 | 4.2% |
| Other values (15) | 5447 |
| Value | Count | Frequency (%) |
| 2000 | 373 | |
| 2001 | 374 | |
| 2002 | 362 | |
| 2003 | 320 | |
| 2004 | 360 | |
| 2005 | 376 | |
| 2006 | 396 | |
| 2007 | 374 | |
| 2008 | 368 | |
| 2009 | 340 |
| Value | Count | Frequency (%) |
| 2024 | 279 | |
| 2023 | 440 | |
| 2022 | 440 | |
| 2021 | 440 | |
| 2020 | 340 | |
| 2019 | 420 | |
| 2018 | 420 | |
| 2017 | 400 | |
| 2016 | 462 | |
| 2015 | 378 |
Round
Real number (ℝ)
HIGH CORRELATION
| Distinct | 22 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.9654823 |
| Minimum | 1 |
|---|---|
| Maximum | 22 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 77.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 10 |
| Q3 | 15 |
| 95-th percentile | 19 |
| Maximum | 22 |
| Range | 21 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 5.5804524 |
|---|---|
| Coefficient of variation (CV) | 0.55997815 |
| Kurtosis | -1.0649226 |
| Mean | 9.9654823 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.10585767 |
| Sum | 98449 |
| Variance | 31.141449 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 4 | 530 | 5.4% |
| 2 | 530 | 5.4% |
| 3 | 529 | 5.4% |
| 1 | 528 | 5.3% |
| 11 | 528 | 5.3% |
| 7 | 528 | 5.3% |
| 8 | 528 | 5.3% |
| 9 | 528 | 5.3% |
| 10 | 527 | 5.3% |
| 12 | 527 | 5.3% |
| Other values (12) | 4596 |
| Value | Count | Frequency (%) |
| 1 | 528 | |
| 2 | 530 | |
| 3 | 529 | |
| 4 | 530 | |
| 5 | 526 | |
| 6 | 525 | |
| 7 | 528 | |
| 8 | 528 | |
| 9 | 528 | |
| 10 | 527 |
| Value | Count | Frequency (%) |
| 22 | 60 | 0.6% |
| 21 | 122 | 1.2% |
| 20 | 166 | 1.7% |
| 19 | 296 | |
| 18 | 356 | |
| 17 | 482 | |
| 16 | 505 | |
| 15 | 506 | |
| 14 | 526 | |
| 13 | 526 |
CircuitID
Categorical
HIGH CORRELATION
| Distinct | 38 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 554.1 KiB |
| silverstone | 547 |
|---|---|
| catalunya | 528 |
| hungaroring | 526 |
| monza | 506 |
| monaco | 506 |
| Other values (33) |
Length
| Max length | 14 |
|---|---|
| Median length | 12 |
| Mean length | 8.4233222 |
| Min length | 3 |
Characters and Unicode
| Total characters | 83214 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | albert_park |
|---|---|
| 2nd row | albert_park |
| 3rd row | albert_park |
| 4th row | albert_park |
| 5th row | albert_park |
Common Values
| Value | Count | Frequency (%) |
| silverstone | 547 | 5.5% |
| catalunya | 528 | 5.3% |
| hungaroring | 526 | 5.3% |
| monza | 506 | 5.1% |
| monaco | 506 | 5.1% |
| albert_park | 487 | 4.9% |
| spa | 484 | 4.9% |
| interlagos | 484 | 4.9% |
| villeneuve | 468 | 4.7% |
| suzuka | 444 | 4.5% |
| Other values (28) | 4899 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| silverstone | 547 | 5.5% |
| catalunya | 528 | 5.3% |
| hungaroring | 526 | 5.3% |
| monza | 506 | 5.1% |
| monaco | 506 | 5.1% |
| albert_park | 487 | 4.9% |
| spa | 484 | 4.9% |
| interlagos | 484 | 4.9% |
| villeneuve | 468 | 4.7% |
| suzuka | 444 | 4.5% |
| Other values (28) | 4899 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 11582 | |
| n | 8339 | 10.0% |
| r | 6875 | 8.3% |
| i | 6553 | 7.9% |
| e | 5521 | 6.6% |
| o | 4639 | 5.6% |
| s | 4573 | 5.5% |
| l | 4502 | 5.4% |
| u | 4088 | 4.9% |
| g | 3933 | 4.7% |
| Other values (14) | 22609 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 81223 | |
| Connector Punctuation | 1991 | 2.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 11582 | |
| n | 8339 | |
| r | 6875 | 8.5% |
| i | 6553 | 8.1% |
| e | 5521 | 6.8% |
| o | 4639 | 5.7% |
| s | 4573 | 5.6% |
| l | 4502 | 5.5% |
| u | 4088 | 5.0% |
| g | 3933 | 4.8% |
| Other values (13) | 20618 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 1991 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 81223 | |
| Common | 1991 | 2.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 11582 | |
| n | 8339 | |
| r | 6875 | 8.5% |
| i | 6553 | 8.1% |
| e | 5521 | 6.8% |
| o | 4639 | 5.7% |
| s | 4573 | 5.6% |
| l | 4502 | 5.5% |
| u | 4088 | 5.0% |
| g | 3933 | 4.8% |
| Other values (13) | 20618 |
Common
| Value | Count | Frequency (%) |
| _ | 1991 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 83214 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 11582 | |
| n | 8339 | 10.0% |
| r | 6875 | 8.3% |
| i | 6553 | 7.9% |
| e | 5521 | 6.6% |
| o | 4639 | 5.6% |
| s | 4573 | 5.5% |
| l | 4502 | 5.4% |
| u | 4088 | 4.9% |
| g | 3933 | 4.7% |
| Other values (14) | 22609 |
Position
Real number (ℝ)
HIGH CORRELATION
| Distinct | 24 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.081081 |
| Minimum | 1 |
|---|---|
| Maximum | 24 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 77.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 6 |
| median | 11 |
| Q3 | 16 |
| 95-th percentile | 21 |
| Maximum | 24 |
| Range | 23 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 6.1614905 |
|---|---|
| Coefficient of variation (CV) | 0.55603695 |
| Kurtosis | -1.1269268 |
| Mean | 11.081081 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.05152827 |
| Sum | 109470 |
| Variance | 37.963966 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 1 | 469 | 4.7% |
| 11 | 469 | 4.7% |
| 18 | 469 | 4.7% |
| 17 | 469 | 4.7% |
| 16 | 469 | 4.7% |
| 15 | 469 | 4.7% |
| 14 | 469 | 4.7% |
| 2 | 469 | 4.7% |
| 12 | 469 | 4.7% |
| 13 | 469 | 4.7% |
| Other values (14) | 5189 |
| Value | Count | Frequency (%) |
| 1 | 469 | |
| 2 | 469 | |
| 3 | 469 | |
| 4 | 469 | |
| 5 | 469 | |
| 6 | 469 | |
| 7 | 469 | |
| 8 | 469 | |
| 9 | 469 | |
| 10 | 469 |
| Value | Count | Frequency (%) |
| 24 | 58 | 0.6% |
| 23 | 58 | 0.6% |
| 22 | 195 | |
| 21 | 199 | |
| 20 | 463 | |
| 19 | 464 | |
| 18 | 469 | |
| 17 | 469 | |
| 16 | 469 | |
| 15 | 469 |
Points
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 30 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.6493572 |
| Minimum | 0 |
|---|---|
| Maximum | 50 |
| Zeros | 5641 |
| Zeros (%) | 57.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 77.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 6 |
| 95-th percentile | 18 |
| Maximum | 50 |
| Range | 50 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 6.113076 |
|---|---|
| Coefficient of variation (CV) | 1.6751103 |
| Kurtosis | 3.5194619 |
| Mean | 3.6493572 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.9649679 |
| Sum | 36052 |
| Variance | 37.369698 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 0 | 5641 | |
| 2 | 467 | 4.7% |
| 1 | 466 | 4.7% |
| 4 | 465 | 4.7% |
| 6 | 459 | 4.6% |
| 10 | 458 | 4.6% |
| 8 | 411 | 4.2% |
| 12 | 284 | 2.9% |
| 15 | 283 | 2.9% |
| 18 | 270 | 2.7% |
| Other values (20) | 675 | 6.8% |
| Value | Count | Frequency (%) |
| 0 | 5641 | |
| 0.5 | 2 | < 0.1% |
| 1 | 466 | 4.7% |
| 1.5 | 1 | < 0.1% |
| 2 | 467 | 4.7% |
| 2.5 | 1 | < 0.1% |
| 3 | 177 | 1.8% |
| 4 | 465 | 4.7% |
| 5 | 128 | 1.3% |
| 6 | 459 | 4.6% |
| Value | Count | Frequency (%) |
| 50 | 1 | < 0.1% |
| 36 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 26 | 35 | 0.4% |
| 25 | 258 | |
| 24 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19 | 23 | 0.2% |
| 18 | 270 | |
| 16 | 11 | 0.1% |
DriverID
Text
| Distinct | 124 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 546.5 KiB |
Length
| Max length | 18 |
|---|---|
| Median length | 15 |
| Mean length | 7.6299221 |
| Min length | 3 |
Characters and Unicode
| Total characters | 75376 |
|---|---|
| Distinct characters | 27 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | michael_schumacher |
|---|---|
| 2nd row | barrichello |
| 3rd row | ralf_schumacher |
| 4th row | villeneuve |
| 5th row | fisichella |
| Value | Count | Frequency (%) |
| alonso | 394 | 4.0% |
| raikkonen | 352 | 3.6% |
| hamilton | 346 | 3.5% |
| button | 309 | 3.1% |
| vettel | 300 | 3.0% |
| perez | 273 | 2.8% |
| massa | 271 | 2.7% |
| ricciardo | 253 | 2.6% |
| bottas | 237 | 2.4% |
| hulkenberg | 220 | 2.2% |
| Other values (114) | 6924 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 7405 | 9.8% |
| a | 7240 | 9.6% |
| r | 5892 | 7.8% |
| n | 5684 | 7.5% |
| o | 5649 | 7.5% |
| l | 5418 | 7.2% |
| i | 5202 | 6.9% |
| s | 4982 | 6.6% |
| t | 4096 | 5.4% |
| c | 2868 | 3.8% |
| Other values (17) | 20940 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 74460 | |
| Connector Punctuation | 916 | 1.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 7405 | 9.9% |
| a | 7240 | 9.7% |
| r | 5892 | 7.9% |
| n | 5684 | 7.6% |
| o | 5649 | 7.6% |
| l | 5418 | 7.3% |
| i | 5202 | 7.0% |
| s | 4982 | 6.7% |
| t | 4096 | 5.5% |
| c | 2868 | 3.9% |
| Other values (16) | 20024 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 916 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 74460 | |
| Common | 916 | 1.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 7405 | 9.9% |
| a | 7240 | 9.7% |
| r | 5892 | 7.9% |
| n | 5684 | 7.6% |
| o | 5649 | 7.6% |
| l | 5418 | 7.3% |
| i | 5202 | 7.0% |
| s | 4982 | 6.7% |
| t | 4096 | 5.5% |
| c | 2868 | 3.9% |
| Other values (16) | 20024 |
Common
| Value | Count | Frequency (%) |
| _ | 916 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 75376 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 7405 | 9.8% |
| a | 7240 | 9.6% |
| r | 5892 | 7.8% |
| n | 5684 | 7.5% |
| o | 5649 | 7.5% |
| l | 5418 | 7.2% |
| i | 5202 | 6.9% |
| s | 4982 | 6.6% |
| t | 4096 | 5.4% |
| c | 2868 | 3.8% |
| Other values (17) | 20940 |
Code
Text
MISSING
| Distinct | 96 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 614 |
| Missing (%) | 6.2% |
| Memory size | 489.8 KiB |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 27795 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | MSC |
|---|---|
| 2nd row | BAR |
| 3rd row | SCH |
| 4th row | VIL |
| 5th row | FIS |
| Value | Count | Frequency (%) |
| alo | 394 | 4.3% |
| rai | 352 | 3.8% |
| ham | 346 | 3.7% |
| but | 309 | 3.3% |
| vet | 300 | 3.2% |
| per | 273 | 2.9% |
| mas | 271 | 2.9% |
| ver | 257 | 2.8% |
| ric | 253 | 2.7% |
| bot | 237 | 2.6% |
| Other values (86) | 6273 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 2982 | 10.7% |
| R | 2789 | 10.0% |
| O | 2204 | 7.9% |
| S | 2122 | 7.6% |
| I | 1862 | 6.7% |
| T | 1751 | 6.3% |
| E | 1741 | 6.3% |
| U | 1577 | 5.7% |
| L | 1558 | 5.6% |
| B | 1410 | 5.1% |
| Other values (14) | 7799 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 27795 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 2982 | 10.7% |
| R | 2789 | 10.0% |
| O | 2204 | 7.9% |
| S | 2122 | 7.6% |
| I | 1862 | 6.7% |
| T | 1751 | 6.3% |
| E | 1741 | 6.3% |
| U | 1577 | 5.7% |
| L | 1558 | 5.6% |
| B | 1410 | 5.1% |
| Other values (14) | 7799 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 27795 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 2982 | 10.7% |
| R | 2789 | 10.0% |
| O | 2204 | 7.9% |
| S | 2122 | 7.6% |
| I | 1862 | 6.7% |
| T | 1751 | 6.3% |
| E | 1741 | 6.3% |
| U | 1577 | 5.7% |
| L | 1558 | 5.6% |
| B | 1410 | 5.1% |
| Other values (14) | 7799 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 27795 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 2982 | 10.7% |
| R | 2789 | 10.0% |
| O | 2204 | 7.9% |
| S | 2122 | 7.6% |
| I | 1862 | 6.7% |
| T | 1751 | 6.3% |
| E | 1741 | 6.3% |
| U | 1577 | 5.7% |
| L | 1558 | 5.6% |
| B | 1410 | 5.1% |
| Other values (14) | 7799 |
PermanentNumber
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 47 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.997469 |
| Minimum | 0 |
|---|---|
| Maximum | 99 |
| Zeros | 3518 |
| Zeros (%) | 35.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 77.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 8 |
| Q3 | 22 |
| 95-th percentile | 77 |
| Maximum | 99 |
| Range | 99 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 23.49529 |
|---|---|
| Coefficient of variation (CV) | 1.3822816 |
| Kurtosis | 3.1790002 |
| Mean | 16.997469 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 1.9008101 |
| Sum | 167918 |
| Variance | 552.02864 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=47)
| Value | Count | Frequency (%) |
| 0 | 3518 | |
| 14 | 394 | 4.0% |
| 22 | 389 | 3.9% |
| 7 | 352 | 3.6% |
| 44 | 346 | 3.5% |
| 5 | 300 | 3.0% |
| 11 | 273 | 2.8% |
| 19 | 271 | 2.7% |
| 6 | 267 | 2.7% |
| 3 | 253 | 2.6% |
| Other values (37) | 3516 |
| Value | Count | Frequency (%) |
| 0 | 3518 | |
| 2 | 77 | 0.8% |
| 3 | 253 | 2.6% |
| 4 | 153 | 1.5% |
| 5 | 300 | 3.0% |
| 6 | 267 | 2.7% |
| 7 | 352 | 3.6% |
| 8 | 181 | 1.8% |
| 9 | 119 | 1.2% |
| 10 | 220 | 2.2% |
| Value | Count | Frequency (%) |
| 99 | 190 | |
| 98 | 13 | 0.1% |
| 94 | 39 | 0.4% |
| 89 | 1 | < 0.1% |
| 88 | 111 | |
| 81 | 36 | 0.4% |
| 77 | 237 | |
| 63 | 118 | |
| 55 | 198 | |
| 53 | 5 | 0.1% |
GivenName
Text
| Distinct | 113 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 535.4 KiB |
Length
| Max length | 12 |
|---|---|
| Median length | 10 |
| Mean length | 5.9385565 |
| Min length | 3 |
Characters and Unicode
| Total characters | 58667 |
|---|---|
| Distinct characters | 55 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Michael |
|---|---|
| 2nd row | Rubens |
| 3rd row | Ralf |
| 4th row | Jacques |
| 5th row | Giancarlo |
| Value | Count | Frequency (%) |
| nico | 426 | 4.3% |
| fernando | 394 | 4.0% |
| kimi | 352 | 3.6% |
| lewis | 346 | 3.5% |
| felipe | 311 | 3.1% |
| jenson | 309 | 3.1% |
| sebastian | 300 | 3.0% |
| sergio | 273 | 2.8% |
| daniel | 253 | 2.6% |
| valtteri | 237 | 2.4% |
| Other values (103) | 6678 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 6475 | 11.0% |
| i | 6423 | 10.9% |
| e | 5737 | 9.8% |
| n | 5091 | 8.7% |
| o | 3801 | 6.5% |
| r | 3634 | 6.2% |
| s | 2593 | 4.4% |
| l | 2522 | 4.3% |
| t | 1922 | 3.3% |
| c | 1701 | 2.9% |
| Other values (45) | 18768 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 48550 | |
| Uppercase Letter | 9998 | 17.0% |
| Dash Punctuation | 119 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 6475 | |
| i | 6423 | |
| e | 5737 | |
| n | 5091 | |
| o | 3801 | |
| r | 3634 | |
| s | 2593 | 5.3% |
| l | 2522 | 5.2% |
| t | 1922 | 4.0% |
| c | 1701 | 3.5% |
| Other values (21) | 8651 |
Uppercase Letter
| Value | Count | Frequency (%) |
| J | 1027 | 10.3% |
| M | 861 | 8.6% |
| N | 785 | 7.9% |
| S | 767 | 7.7% |
| F | 712 | 7.1% |
| R | 698 | 7.0% |
| L | 698 | 7.0% |
| K | 653 | 6.5% |
| D | 522 | 5.2% |
| C | 501 | 5.0% |
| Other values (13) | 2774 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 119 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 58548 | |
| Common | 119 | 0.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 6475 | 11.1% |
| i | 6423 | 11.0% |
| e | 5737 | 9.8% |
| n | 5091 | 8.7% |
| o | 3801 | 6.5% |
| r | 3634 | 6.2% |
| s | 2593 | 4.4% |
| l | 2522 | 4.3% |
| t | 1922 | 3.3% |
| c | 1701 | 2.9% |
| Other values (44) | 18649 |
Common
| Value | Count | Frequency (%) |
| - | 119 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 58439 | |
| None | 228 | 0.4% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 6475 | 11.1% |
| i | 6423 | 11.0% |
| e | 5737 | 9.8% |
| n | 5091 | 8.7% |
| o | 3801 | 6.5% |
| r | 3634 | 6.2% |
| s | 2593 | 4.4% |
| l | 2522 | 4.3% |
| t | 1922 | 3.3% |
| c | 1701 | 2.9% |
| Other values (39) | 18540 |
None
| Value | Count | Frequency (%) |
| é | 103 | |
| É | 58 | |
| ô | 40 | 17.5% |
| ó | 21 | 9.2% |
| á | 3 | 1.3% |
| š | 3 | 1.3% |
FamilyName
Text
| Distinct | 121 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 567.7 KiB |
Length
| Max length | 13 |
|---|---|
| Median length | 10 |
| Mean length | 7.2771536 |
| Min length | 3 |
Characters and Unicode
| Total characters | 71891 |
|---|---|
| Distinct characters | 55 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Schumacher |
|---|---|
| 2nd row | Barrichello |
| 3rd row | Schumacher |
| 4th row | Villeneuve |
| 5th row | Fisichella |
| Value | Count | Frequency (%) |
| alonso | 394 | 3.8% |
| schumacher | 355 | 3.4% |
| räikkönen | 352 | 3.4% |
| hamilton | 346 | 3.3% |
| button | 309 | 3.0% |
| vettel | 300 | 2.9% |
| pérez | 273 | 2.6% |
| massa | 271 | 2.6% |
| ricciardo | 253 | 2.4% |
| verstappen | 249 | 2.4% |
| Other values (119) | 7237 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 6644 | 9.2% |
| a | 5940 | 8.3% |
| n | 5181 | 7.2% |
| o | 5098 | 7.1% |
| l | 4935 | 6.9% |
| i | 4822 | 6.7% |
| r | 4622 | 6.4% |
| s | 3834 | 5.3% |
| t | 3804 | 5.3% |
| c | 2441 | 3.4% |
| Other values (45) | 24570 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 61364 | |
| Uppercase Letter | 10019 | 13.9% |
| Space Separator | 460 | 0.6% |
| Other Punctuation | 48 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 6644 | |
| a | 5940 | |
| n | 5181 | 8.4% |
| o | 5098 | 8.3% |
| l | 4935 | 8.0% |
| i | 4822 | 7.9% |
| r | 4622 | 7.5% |
| s | 3834 | 6.2% |
| t | 3804 | 6.2% |
| c | 2441 | 4.0% |
| Other values (19) | 14043 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 1113 | |
| R | 1084 | |
| B | 959 | |
| H | 838 | |
| M | 799 | 8.0% |
| V | 760 | 7.6% |
| P | 667 | 6.7% |
| A | 636 | 6.3% |
| G | 599 | 6.0% |
| K | 503 | 5.0% |
| Other values (13) | 2061 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 28 | |
| ' | 20 |
Space Separator
| Value | Count | Frequency (%) |
| 460 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 71383 | |
| Common | 508 | 0.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 6644 | 9.3% |
| a | 5940 | 8.3% |
| n | 5181 | 7.3% |
| o | 5098 | 7.1% |
| l | 4935 | 6.9% |
| i | 4822 | 6.8% |
| r | 4622 | 6.5% |
| s | 3834 | 5.4% |
| t | 3804 | 5.3% |
| c | 2441 | 3.4% |
| Other values (42) | 24062 |
Common
| Value | Count | Frequency (%) |
| 460 | ||
| . | 28 | 5.5% |
| ' | 20 | 3.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 70581 | |
| None | 1310 | 1.8% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 6644 | 9.4% |
| a | 5940 | 8.4% |
| n | 5181 | 7.3% |
| o | 5098 | 7.2% |
| l | 4935 | 7.0% |
| i | 4822 | 6.8% |
| r | 4622 | 6.5% |
| s | 3834 | 5.4% |
| t | 3804 | 5.4% |
| c | 2441 | 3.5% |
| Other values (41) | 23260 |
None
| Value | Count | Frequency (%) |
| ä | 386 | |
| ö | 352 | |
| é | 352 | |
| ü | 220 |
DateOfBirth
Date
| Distinct | 124 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 77.3 KiB |
| Minimum | 1964-06-11 00:00:00 |
|---|---|
| Maximum | 2005-05-08 00:00:00 |
Histogram with fixed size bins (bins=50)
Nationality
Categorical
HIGH CORRELATION
| Distinct | 34 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 541.8 KiB |
| German | |
|---|---|
| British | |
| Finnish | |
| Brazilian | |
| Spanish | |
| Other values (29) |
Length
| Max length | 13 |
|---|---|
| Median length | 10 |
| Mean length | 7.1424233 |
| Min length | 4 |
Characters and Unicode
| Total characters | 70560 |
|---|---|
| Distinct characters | 40 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | German |
|---|---|
| 2nd row | Brazilian |
| 3rd row | German |
| 4th row | Canadian |
| 5th row | Italian |
Common Values
| Value | Count | Frequency (%) |
| German | 1590 | |
| British | 1324 | |
| Finnish | 769 | 7.8% |
| Brazilian | 766 | 7.8% |
| Spanish | 762 | 7.7% |
| French | 738 | 7.5% |
| Italian | 561 | 5.7% |
| Australian | 506 | 5.1% |
| Dutch | 336 | 3.4% |
| Mexican | 332 | 3.4% |
| Other values (24) | 2195 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| german | 1590 | |
| british | 1324 | |
| finnish | 769 | 7.8% |
| brazilian | 766 | 7.7% |
| spanish | 762 | 7.7% |
| french | 738 | 7.4% |
| italian | 561 | 5.7% |
| australian | 506 | 5.1% |
| dutch | 336 | 3.4% |
| mexican | 332 | 3.4% |
| Other values (25) | 2225 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 9461 | |
| a | 9189 | |
| n | 9127 | |
| r | 5210 | 7.4% |
| s | 4956 | 7.0% |
| h | 4478 | 6.3% |
| e | 4406 | 6.2% |
| t | 2881 | 4.1% |
| l | 2231 | 3.2% |
| B | 2152 | 3.0% |
| Other values (30) | 16469 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 60621 | |
| Uppercase Letter | 9909 | 14.0% |
| Space Separator | 30 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 9461 | |
| a | 9189 | |
| n | 9127 | |
| r | 5210 | |
| s | 4956 | |
| h | 4478 | |
| e | 4406 | |
| t | 2881 | 4.8% |
| l | 2231 | 3.7% |
| m | 1753 | 2.9% |
| Other values (12) | 6929 |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 2152 | |
| G | 1590 | |
| F | 1507 | |
| S | 914 | |
| A | 691 | 7.0% |
| I | 646 | 6.5% |
| D | 519 | 5.2% |
| M | 487 | 4.9% |
| C | 475 | 4.8% |
| J | 308 | 3.1% |
| Other values (7) | 620 | 6.3% |
Space Separator
| Value | Count | Frequency (%) |
| 30 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 70530 | |
| Common | 30 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 9461 | |
| a | 9189 | |
| n | 9127 | |
| r | 5210 | 7.4% |
| s | 4956 | 7.0% |
| h | 4478 | 6.3% |
| e | 4406 | 6.2% |
| t | 2881 | 4.1% |
| l | 2231 | 3.2% |
| B | 2152 | 3.1% |
| Other values (29) | 16439 |
Common
| Value | Count | Frequency (%) |
| 30 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 70560 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 9461 | |
| a | 9189 | |
| n | 9127 | |
| r | 5210 | 7.4% |
| s | 4956 | 7.0% |
| h | 4478 | 6.3% |
| e | 4406 | 6.2% |
| t | 2881 | 4.1% |
| l | 2231 | 3.2% |
| B | 2152 | 3.0% |
| Other values (30) | 16469 |
ConstructorName
Categorical
HIGH CORRELATION
| Distinct | 38 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 549.4 KiB |
| Ferrari | |
|---|---|
| McLaren | |
| Williams | |
| Red Bull | |
| Sauber | |
| Other values (33) |
Length
| Max length | 14 |
|---|---|
| Median length | 12 |
| Mean length | 7.9355198 |
| Min length | 3 |
Characters and Unicode
| Total characters | 78395 |
|---|---|
| Distinct characters | 38 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Ferrari |
|---|---|
| 2nd row | Ferrari |
| 3rd row | Williams |
| 4th row | BAR |
| 5th row | Benetton |
Common Values
| Value | Count | Frequency (%) |
| Ferrari | 938 | 9.5% |
| McLaren | 938 | 9.5% |
| Williams | 937 | 9.5% |
| Red Bull | 768 | 7.8% |
| Sauber | 590 | 6.0% |
| Mercedes | 590 | 6.0% |
| Renault | 556 | 5.6% |
| Toro Rosso | 536 | 5.4% |
| Force India | 424 | 4.3% |
| Haas F1 Team | 360 | 3.6% |
| Other values (28) | 3242 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| ferrari | 938 | 6.9% |
| mclaren | 938 | 6.9% |
| williams | 937 | 6.9% |
| red | 768 | 5.6% |
| bull | 768 | 5.6% |
| sauber | 730 | 5.4% |
| f1 | 702 | 5.2% |
| mercedes | 590 | 4.3% |
| renault | 556 | 4.1% |
| team | 548 | 4.0% |
| Other values (35) | 6130 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 8417 | 10.7% |
| r | 7878 | 10.0% |
| e | 7408 | 9.4% |
| i | 4703 | 6.0% |
| o | 4629 | 5.9% |
| l | 4500 | 5.7% |
| s | 3882 | 5.0% |
| 3726 | 4.8% | |
| n | 3394 | 4.3% |
| u | 2963 | 3.8% |
| Other values (28) | 26895 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 58238 | |
| Uppercase Letter | 15693 | 20.0% |
| Space Separator | 3726 | 4.8% |
| Decimal Number | 738 | 0.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 8417 | |
| r | 7878 | |
| e | 7408 | |
| i | 4703 | |
| o | 4629 | |
| l | 4500 | |
| s | 3882 | |
| n | 3394 | |
| u | 2963 | 5.1% |
| d | 2302 | 4.0% |
| Other values (11) | 8162 |
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 2492 | |
| M | 2335 | |
| F | 2100 | |
| T | 1646 | |
| B | 1242 | |
| L | 1168 | |
| W | 1077 | |
| A | 1068 | |
| S | 850 | 5.4% |
| H | 582 | 3.7% |
| Other values (5) | 1133 |
Space Separator
| Value | Count | Frequency (%) |
| 3726 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 738 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 73931 | |
| Common | 4464 | 5.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 8417 | 11.4% |
| r | 7878 | 10.7% |
| e | 7408 | 10.0% |
| i | 4703 | 6.4% |
| o | 4629 | 6.3% |
| l | 4500 | 6.1% |
| s | 3882 | 5.3% |
| n | 3394 | 4.6% |
| u | 2963 | 4.0% |
| R | 2492 | 3.4% |
| Other values (26) | 23665 |
Common
| Value | Count | Frequency (%) |
| 3726 | ||
| 1 | 738 | 16.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 78395 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 8417 | 10.7% |
| r | 7878 | 10.0% |
| e | 7408 | 9.4% |
| i | 4703 | 6.0% |
| o | 4629 | 5.9% |
| l | 4500 | 5.7% |
| s | 3882 | 5.0% |
| 3726 | 4.8% | |
| n | 3394 | 4.3% |
| u | 2963 | 3.8% |
| Other values (28) | 26895 |
ConstructorNationality
Categorical
HIGH CORRELATION
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 538.4 KiB |
| British | |
|---|---|
| Italian | |
| Swiss | |
| French | |
| Austrian | |
| Other values (9) |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 6.7909707 |
| Min length | 5 |
Characters and Unicode
| Total characters | 67088 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Italian |
|---|---|
| 2nd row | Italian |
| 3rd row | British |
| 4th row | British |
| 5th row | Italian |
Common Values
| Value | Count | Frequency (%) |
| British | 2919 | |
| Italian | 1942 | |
| Swiss | 798 | 8.1% |
| French | 783 | 7.9% |
| Austrian | 768 | 7.8% |
| German | 730 | 7.4% |
| Japanese | 464 | 4.7% |
| Indian | 424 | 4.3% |
| American | 360 | 3.6% |
| Irish | 208 | 2.1% |
| Other values (4) | 483 | 4.9% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| british | 2919 | |
| italian | 1942 | |
| swiss | 798 | 8.1% |
| french | 783 | 7.9% |
| austrian | 768 | 7.8% |
| german | 730 | 7.4% |
| japanese | 464 | 4.7% |
| indian | 424 | 4.3% |
| american | 360 | 3.6% |
| irish | 208 | 2.1% |
| Other values (4) | 483 | 4.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 10779 | |
| a | 7911 | |
| s | 6533 | |
| n | 6336 | |
| r | 5768 | |
| t | 5671 | |
| h | 4068 | 6.1% |
| B | 2919 | 4.4% |
| e | 2801 | 4.2% |
| I | 2574 | 3.8% |
| Other values (16) | 11728 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 57209 | |
| Uppercase Letter | 9879 | 14.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 10779 | |
| a | 7911 | |
| s | 6533 | |
| n | 6336 | |
| r | 5768 | |
| t | 5671 | |
| h | 4068 | 7.1% |
| e | 2801 | 4.9% |
| l | 2130 | 3.7% |
| c | 1185 | 2.1% |
| Other values (6) | 4027 | 7.0% |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 2919 | |
| I | 2574 | |
| A | 1128 | 11.4% |
| S | 914 | 9.3% |
| F | 783 | 7.9% |
| G | 730 | 7.4% |
| J | 464 | 4.7% |
| M | 188 | 1.9% |
| R | 137 | 1.4% |
| D | 42 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 67088 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 10779 | |
| a | 7911 | |
| s | 6533 | |
| n | 6336 | |
| r | 5768 | |
| t | 5671 | |
| h | 4068 | 6.1% |
| B | 2919 | 4.4% |
| e | 2801 | 4.2% |
| I | 2574 | 3.8% |
| Other values (16) | 11728 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 67088 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 10779 | |
| a | 7911 | |
| s | 6533 | |
| n | 6336 | |
| r | 5768 | |
| t | 5671 | |
| h | 4068 | 6.1% |
| B | 2919 | 4.4% |
| e | 2801 | 4.2% |
| I | 2574 | 3.8% |
| Other values (16) | 11728 |
Grid
Real number (ℝ)
HIGH CORRELATION
| Distinct | 25 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.916793 |
| Minimum | 0 |
|---|---|
| Maximum | 24 |
| Zeros | 87 |
| Zeros (%) | 0.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 77.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 6 |
| median | 11 |
| Q3 | 16 |
| 95-th percentile | 21 |
| Maximum | 24 |
| Range | 24 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 6.1934758 |
|---|---|
| Coefficient of variation (CV) | 0.56733471 |
| Kurtosis | -1.1149908 |
| Mean | 10.916793 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.054933939 |
| Sum | 107847 |
| Variance | 38.359142 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 17 | 470 | 4.8% |
| 3 | 469 | 4.7% |
| 4 | 469 | 4.7% |
| 9 | 469 | 4.7% |
| 1 | 469 | 4.7% |
| 6 | 469 | 4.7% |
| 5 | 469 | 4.7% |
| 12 | 468 | 4.7% |
| 13 | 468 | 4.7% |
| 7 | 468 | 4.7% |
| Other values (15) | 5191 |
| Value | Count | Frequency (%) |
| 0 | 87 | 0.9% |
| 1 | 469 | |
| 2 | 467 | |
| 3 | 469 | |
| 4 | 469 | |
| 5 | 469 | |
| 6 | 469 | |
| 7 | 468 | |
| 8 | 468 | |
| 9 | 469 |
| Value | Count | Frequency (%) |
| 24 | 54 | 0.5% |
| 23 | 56 | 0.6% |
| 22 | 190 | |
| 21 | 195 | |
| 20 | 418 | |
| 19 | 456 | |
| 18 | 464 | |
| 17 | 470 | |
| 16 | 467 | |
| 15 | 467 |
Laps
Real number (ℝ)
ZEROS
| Distinct | 80 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.089078 |
| Minimum | 0 |
|---|---|
| Maximum | 87 |
| Zeros | 355 |
| Zeros (%) | 3.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 77.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 50 |
| median | 56 |
| Q3 | 66 |
| 95-th percentile | 72 |
| Maximum | 87 |
| Range | 87 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 19.258043 |
|---|---|
| Coefficient of variation (CV) | 0.36971364 |
| Kurtosis | 1.2331885 |
| Mean | 52.089078 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | -1.3524014 |
| Sum | 514588 |
| Variance | 370.8722 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 56 | 670 | 6.8% |
| 70 | 668 | 6.8% |
| 53 | 609 | 6.2% |
| 57 | 532 | 5.4% |
| 52 | 518 | 5.2% |
| 55 | 475 | 4.8% |
| 71 | 406 | 4.1% |
| 69 | 400 | 4.0% |
| 58 | 367 | 3.7% |
| 0 | 355 | 3.6% |
| Other values (70) | 4879 |
| Value | Count | Frequency (%) |
| 0 | 355 | |
| 1 | 88 | 0.9% |
| 2 | 48 | 0.5% |
| 3 | 27 | 0.3% |
| 4 | 22 | 0.2% |
| 5 | 36 | 0.4% |
| 6 | 35 | 0.4% |
| 7 | 34 | 0.3% |
| 8 | 38 | 0.4% |
| 9 | 43 | 0.4% |
| Value | Count | Frequency (%) |
| 87 | 17 | 0.2% |
| 78 | 173 | 1.8% |
| 77 | 110 | 1.1% |
| 76 | 63 | 0.6% |
| 75 | 23 | 0.2% |
| 74 | 6 | 0.1% |
| 73 | 50 | 0.5% |
| 72 | 88 | 0.9% |
| 71 | 406 | |
| 70 | 668 |
Status
Text
| Distinct | 104 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 546.1 KiB |
Length
| Max length | 16 |
|---|---|
| Median length | 8 |
| Mean length | 7.5883187 |
| Min length | 3 |
Characters and Unicode
| Total characters | 74965 |
|---|---|
| Distinct characters | 58 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 27 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | Finished |
|---|---|
| 2nd row | Finished |
| 3rd row | Finished |
| 4th row | Finished |
| 5th row | Finished |
| Value | Count | Frequency (%) |
| finished | 4579 | |
| lap | 2218 | |
| 1 | 2218 | |
| laps | 780 | 5.9% |
| 2 | 530 | 4.0% |
| collision | 464 | 3.5% |
| engine | 304 | 2.3% |
| accident | 259 | 2.0% |
| gearbox | 157 | 1.2% |
| 3 | 143 | 1.1% |
| Other values (102) | 1626 | 12.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 11426 | |
| s | 6558 | 8.7% |
| n | 6492 | 8.7% |
| e | 6359 | 8.5% |
| d | 5175 | 6.9% |
| h | 4765 | 6.4% |
| F | 4626 | 6.2% |
| a | 3851 | 5.1% |
| 3399 | 4.5% | |
| p | 3263 | 4.4% |
| Other values (48) | 19051 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 55621 | |
| Uppercase Letter | 9931 | 13.2% |
| Space Separator | 3399 | 4.5% |
| Decimal Number | 3014 | 4.0% |
| Math Symbol | 2998 | 4.0% |
| Other Punctuation | 2 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 11426 | |
| s | 6558 | |
| n | 6492 | |
| e | 6359 | |
| d | 5175 | |
| h | 4765 | |
| a | 3851 | 6.9% |
| p | 3263 | 5.9% |
| o | 1478 | 2.7% |
| l | 1466 | 2.6% |
| Other values (15) | 4788 |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 4626 | |
| L | 2999 | |
| C | 487 | 4.9% |
| E | 390 | 3.9% |
| A | 263 | 2.6% |
| S | 238 | 2.4% |
| G | 157 | 1.6% |
| H | 122 | 1.2% |
| B | 106 | 1.1% |
| R | 93 | 0.9% |
| Other values (10) | 450 | 4.5% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 2231 | |
| 2 | 533 | 17.7% |
| 3 | 143 | 4.7% |
| 4 | 65 | 2.2% |
| 5 | 19 | 0.6% |
| 6 | 8 | 0.3% |
| 7 | 6 | 0.2% |
| 0 | 4 | 0.1% |
| 8 | 3 | 0.1% |
| 9 | 2 | 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 3399 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 2998 |
Other Punctuation
| Value | Count | Frequency (%) |
| % | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 65552 | |
| Common | 9413 | 12.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 11426 | |
| s | 6558 | |
| n | 6492 | |
| e | 6359 | |
| d | 5175 | |
| h | 4765 | |
| F | 4626 | |
| a | 3851 | 5.9% |
| p | 3263 | 5.0% |
| L | 2999 | 4.6% |
| Other values (35) | 10038 |
Common
| Value | Count | Frequency (%) |
| 3399 | ||
| + | 2998 | |
| 1 | 2231 | |
| 2 | 533 | 5.7% |
| 3 | 143 | 1.5% |
| 4 | 65 | 0.7% |
| 5 | 19 | 0.2% |
| 6 | 8 | 0.1% |
| 7 | 6 | 0.1% |
| 0 | 4 | < 0.1% |
| Other values (3) | 7 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 74965 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 11426 | |
| s | 6558 | 8.7% |
| n | 6492 | 8.7% |
| e | 6359 | 8.5% |
| d | 5175 | 6.9% |
| h | 4765 | 6.4% |
| F | 4626 | 6.2% |
| a | 3851 | 5.1% |
| 3399 | 4.5% | |
| p | 3263 | 4.4% |
| Other values (48) | 19051 |
Time
Text
| Distinct | 4510 |
|---|---|
| Distinct (%) | 45.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 512.9 KiB |
Length
| Max length | 11 |
|---|---|
| Median length | 1 |
| Mean length | 4.147687 |
| Min length | 1 |
Characters and Unicode
| Total characters | 40975 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 4433 ? |
|---|---|
| Unique (%) | 44.9% |
Sample
| 1st row | 1:34:01.987 |
|---|---|
| 2nd row | +11.415 |
| 3rd row | +20.009 |
| 4th row | +44.447 |
| 5th row | +45.165 |
| Value | Count | Frequency (%) |
| 0 | 5293 | |
| 17.456 | 3 | < 0.1% |
| 49.376 | 2 | < 0.1% |
| 24.720 | 2 | < 0.1% |
| 37.311 | 2 | < 0.1% |
| 16.543 | 2 | < 0.1% |
| 9.452 | 2 | < 0.1% |
| 7.756 | 2 | < 0.1% |
| 13.842 | 2 | < 0.1% |
| 23.604 | 2 | < 0.1% |
| Other values (4500) | 4567 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7631 | |
| . | 4586 | |
| 1 | 4478 | |
| + | 4117 | |
| 2 | 2790 | 6.8% |
| 3 | 2763 | 6.7% |
| 4 | 2475 | 6.0% |
| 5 | 2453 | 6.0% |
| : | 2145 | 5.2% |
| 9 | 1921 | 4.7% |
| Other values (3) | 5616 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 30127 | |
| Other Punctuation | 6731 | 16.4% |
| Math Symbol | 4117 | 10.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 7631 | |
| 1 | 4478 | |
| 2 | 2790 | 9.3% |
| 3 | 2763 | 9.2% |
| 4 | 2475 | 8.2% |
| 5 | 2453 | 8.1% |
| 9 | 1921 | 6.4% |
| 6 | 1911 | 6.3% |
| 8 | 1861 | 6.2% |
| 7 | 1844 | 6.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4586 | |
| : | 2145 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 4117 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 40975 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 7631 | |
| . | 4586 | |
| 1 | 4478 | |
| + | 4117 | |
| 2 | 2790 | 6.8% |
| 3 | 2763 | 6.7% |
| 4 | 2475 | 6.0% |
| 5 | 2453 | 6.0% |
| : | 2145 | 5.2% |
| 9 | 1921 | 4.7% |
| Other values (3) | 5616 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 40975 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 7631 | |
| . | 4586 | |
| 1 | 4478 | |
| + | 4117 | |
| 2 | 2790 | 6.8% |
| 3 | 2763 | 6.7% |
| 4 | 2475 | 6.0% |
| 5 | 2453 | 6.0% |
| : | 2145 | 5.2% |
| 9 | 1921 | 4.7% |
| Other values (3) | 5616 |
FastestLapTime
Text
| Distinct | 7334 |
|---|---|
| Distinct (%) | 74.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 537.6 KiB |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 6.7111044 |
| Min length | 1 |
Characters and Unicode
| Total characters | 66299 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 6667 ? |
|---|---|
| Unique (%) | 67.5% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 1819 | 18.4% |
| 1:17.495 | 4 | < 0.1% |
| 1:18.262 | 4 | < 0.1% |
| 1:43.026 | 4 | < 0.1% |
| 1:18.904 | 4 | < 0.1% |
| 1:35.816 | 3 | < 0.1% |
| 1:47.736 | 3 | < 0.1% |
| 1:14.934 | 3 | < 0.1% |
| 1:32.862 | 3 | < 0.1% |
| 1:29.230 | 3 | < 0.1% |
| Other values (7324) | 8029 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 12787 | |
| : | 8060 | |
| . | 8060 | |
| 2 | 5352 | |
| 3 | 5318 | |
| 0 | 5288 | |
| 4 | 4583 | 6.9% |
| 5 | 3667 | 5.5% |
| 7 | 3327 | 5.0% |
| 6 | 3311 | 5.0% |
| Other values (2) | 6546 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 50179 | |
| Other Punctuation | 16120 | 24.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 12787 | |
| 2 | 5352 | |
| 3 | 5318 | |
| 0 | 5288 | |
| 4 | 4583 | 9.1% |
| 5 | 3667 | 7.3% |
| 7 | 3327 | 6.6% |
| 6 | 3311 | 6.6% |
| 8 | 3286 | 6.5% |
| 9 | 3260 | 6.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 8060 | |
| . | 8060 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 66299 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 12787 | |
| : | 8060 | |
| . | 8060 | |
| 2 | 5352 | |
| 3 | 5318 | |
| 0 | 5288 | |
| 4 | 4583 | 6.9% |
| 5 | 3667 | 5.5% |
| 7 | 3327 | 5.0% |
| 6 | 3311 | 5.0% |
| Other values (2) | 6546 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 66299 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 12787 | |
| : | 8060 | |
| . | 8060 | |
| 2 | 5352 | |
| 3 | 5318 | |
| 0 | 5288 | |
| 4 | 4583 | 6.9% |
| 5 | 3667 | 5.5% |
| 7 | 3327 | 5.0% |
| 6 | 3311 | 5.0% |
| Other values (2) | 6546 |
FastestLapLap
Real number (ℝ)
ZEROS
| Distinct | 81 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.770625 |
| Minimum | 0 |
|---|---|
| Maximum | 85 |
| Zeros | 1819 |
| Zeros (%) | 18.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 77.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 14 |
| median | 41 |
| Q3 | 52 |
| 95-th percentile | 66 |
| Maximum | 85 |
| Range | 85 |
| Interquartile range (IQR) | 38 |
Descriptive statistics
| Standard deviation | 22.333957 |
|---|---|
| Coefficient of variation (CV) | 0.64232258 |
| Kurtosis | -1.1451737 |
| Mean | 34.770625 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | -0.3653994 |
| Sum | 343499 |
| Variance | 498.80565 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1819 | 18.4% |
| 50 | 305 | 3.1% |
| 52 | 278 | 2.8% |
| 53 | 274 | 2.8% |
| 51 | 267 | 2.7% |
| 48 | 223 | 2.3% |
| 44 | 218 | 2.2% |
| 49 | 217 | 2.2% |
| 55 | 214 | 2.2% |
| 43 | 211 | 2.1% |
| Other values (71) | 5853 |
| Value | Count | Frequency (%) |
| 0 | 1819 | |
| 1 | 10 | 0.1% |
| 2 | 56 | 0.6% |
| 3 | 33 | 0.3% |
| 4 | 55 | 0.6% |
| 5 | 41 | 0.4% |
| 6 | 54 | 0.5% |
| 7 | 41 | 0.4% |
| 8 | 42 | 0.4% |
| 9 | 49 | 0.5% |
| Value | Count | Frequency (%) |
| 85 | 2 | < 0.1% |
| 80 | 3 | < 0.1% |
| 78 | 6 | 0.1% |
| 77 | 12 | |
| 76 | 13 | |
| 75 | 16 | |
| 74 | 21 | |
| 73 | 5 | 0.1% |
| 72 | 15 | |
| 71 | 27 |
AverageSpeed
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 7551 |
|---|---|
| Distinct (%) | 76.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 166.41417 |
| Minimum | 0 |
|---|---|
| Maximum | 257.32 |
| Zeros | 1819 |
| Zeros (%) | 18.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 77.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 169.427 |
| median | 200.202 |
| Q3 | 213.935 |
| 95-th percentile | 235.2158 |
| Maximum | 257.32 |
| Range | 257.32 |
| Interquartile range (IQR) | 44.508 |
Descriptive statistics
| Standard deviation | 81.383176 |
|---|---|
| Coefficient of variation (CV) | 0.48903994 |
| Kurtosis | 0.32863497 |
| Mean | 166.41417 |
| Median Absolute Deviation (MAD) | 16.251 |
| Skewness | -1.4254981 |
| Sum | 1644005.6 |
| Variance | 6623.2214 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1819 | 18.4% |
| 207.069 | 4 | < 0.1% |
| 204.946 | 3 | < 0.1% |
| 200.363 | 3 | < 0.1% |
| 206.625 | 3 | < 0.1% |
| 229.633 | 3 | < 0.1% |
| 208.575 | 3 | < 0.1% |
| 213.224 | 3 | < 0.1% |
| 201.33 | 3 | < 0.1% |
| 222.592 | 3 | < 0.1% |
| Other values (7541) | 8032 |
| Value | Count | Frequency (%) |
| 0 | 1819 | |
| 89.54 | 1 | < 0.1% |
| 91.61 | 1 | < 0.1% |
| 100.615 | 1 | < 0.1% |
| 101.399 | 1 | < 0.1% |
| 101.884 | 1 | < 0.1% |
| 108.41 | 1 | < 0.1% |
| 112.116 | 1 | < 0.1% |
| 117.753 | 1 | < 0.1% |
| 118.872 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 257.32 | 1 | |
| 256.324 | 1 | |
| 255.874 | 1 | |
| 255.014 | 1 | |
| 254.861 | 1 | |
| 253.874 | 1 | |
| 253.566 | 1 | |
| 252.794 | 1 | |
| 252.77 | 1 | |
| 252.604 | 1 |
Time_seconds
Real number (ℝ)
ZEROS
| Distinct | 4036 |
|---|---|
| Distinct (%) | 40.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.090854 |
| Minimum | 0 |
|---|---|
| Maximum | 207.071 |
| Zeros | 5761 |
| Zeros (%) | 58.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 77.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 32.3675 |
| 95-th percentile | 79.2015 |
| Maximum | 207.071 |
| Range | 207.071 |
| Interquartile range (IQR) | 32.3675 |
Descriptive statistics
| Standard deviation | 27.977976 |
|---|---|
| Coefficient of variation (CV) | 1.546526 |
| Kurtosis | 0.9562133 |
| Mean | 18.090854 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.4194128 |
| Sum | 178719.55 |
| Variance | 782.76715 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 5761 | |
| 17.456 | 3 | < 0.1% |
| 8.8 | 3 | < 0.1% |
| 71.529 | 2 | < 0.1% |
| 31.491 | 2 | < 0.1% |
| 49.376 | 2 | < 0.1% |
| 58.123 | 2 | < 0.1% |
| 78.14 | 2 | < 0.1% |
| 13.842 | 2 | < 0.1% |
| 35.759 | 2 | < 0.1% |
| Other values (4026) | 4098 |
| Value | Count | Frequency (%) |
| 0 | 5761 | |
| 0.011 | 1 | < 0.1% |
| 0.174 | 1 | < 0.1% |
| 0.179 | 1 | < 0.1% |
| 0.182 | 1 | < 0.1% |
| 0.215 | 1 | < 0.1% |
| 0.255 | 1 | < 0.1% |
| 0.293 | 1 | < 0.1% |
| 0.294 | 1 | < 0.1% |
| 0.415 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 207.071 | 1 | |
| 163.925 | 1 | |
| 162.163 | 1 | |
| 132.925 | 1 | |
| 132.791 | 1 | |
| 127.638 | 1 | |
| 122.416 | 1 | |
| 119.952 | 1 | |
| 116.119 | 1 | |
| 115.948 | 1 |
FastestLapTime_seconds
Real number (ℝ)
ZEROS
| Distinct | 7334 |
|---|---|
| Distinct (%) | 74.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 74.129906 |
| Minimum | 0 |
|---|---|
| Maximum | 202.3 |
| Zeros | 1819 |
| Zeros (%) | 18.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 77.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 75.144 |
| median | 85.996 |
| Q3 | 97.534 |
| 95-th percentile | 110.44 |
| Maximum | 202.3 |
| Range | 202.3 |
| Interquartile range (IQR) | 22.39 |
Descriptive statistics
| Standard deviation | 36.95403 |
|---|---|
| Coefficient of variation (CV) | 0.49850367 |
| Kurtosis | 0.20837568 |
| Mean | 74.129906 |
| Median Absolute Deviation (MAD) | 11.253 |
| Skewness | -1.2695439 |
| Sum | 732329.34 |
| Variance | 1365.6003 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1819 | 18.4% |
| 78.904 | 4 | < 0.1% |
| 77.495 | 4 | < 0.1% |
| 78.262 | 4 | < 0.1% |
| 103.026 | 4 | < 0.1% |
| 99.199 | 3 | < 0.1% |
| 92.21 | 3 | < 0.1% |
| 78.069 | 3 | < 0.1% |
| 102.66 | 3 | < 0.1% |
| 81.134 | 3 | < 0.1% |
| Other values (7324) | 8029 |
| Value | Count | Frequency (%) |
| 0 | 1819 | |
| 55.404 | 1 | < 0.1% |
| 56.563 | 1 | < 0.1% |
| 56.789 | 1 | < 0.1% |
| 56.887 | 1 | < 0.1% |
| 56.905 | 1 | < 0.1% |
| 56.979 | 1 | < 0.1% |
| 57.001 | 1 | < 0.1% |
| 57.056 | 1 | < 0.1% |
| 57.165 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 202.3 | 1 | |
| 181.9 | 1 | |
| 176.181 | 1 | |
| 170.95 | 1 | |
| 168.804 | 1 | |
| 161.378 | 1 | |
| 159.612 | 1 | |
| 151.939 | 1 | |
| 147.276 | 1 | |
| 145.798 | 1 |
| AverageSpeed | CircuitID | ConstructorName | ConstructorNationality | FastestLapLap | FastestLapTime_seconds | Grid | Laps | Nationality | PermanentNumber | Points | Position | Round | Season | Time_seconds | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AverageSpeed | 1.000 | 0.511 | 0.218 | 0.116 | 0.433 | 0.359 | -0.104 | -0.012 | 0.101 | 0.262 | 0.214 | -0.200 | 0.065 | 0.417 | 0.217 |
| CircuitID | 0.511 | 1.000 | 0.058 | 0.054 | 0.251 | 0.400 | 0.000 | 0.408 | 0.000 | 0.082 | 0.031 | 0.000 | 0.656 | 0.279 | 0.096 |
| ConstructorName | 0.218 | 0.058 | 1.000 | 0.999 | 0.180 | 0.208 | 0.322 | 0.085 | 0.376 | 0.406 | 0.246 | 0.228 | 0.021 | 0.435 | 0.100 |
| ConstructorNationality | 0.116 | 0.054 | 0.999 | 1.000 | 0.098 | 0.112 | 0.251 | 0.050 | 0.390 | 0.290 | 0.196 | 0.172 | 0.000 | 0.251 | 0.068 |
| FastestLapLap | 0.433 | 0.251 | 0.180 | 0.098 | 1.000 | 0.264 | -0.039 | 0.495 | 0.089 | 0.304 | 0.276 | -0.265 | 0.093 | 0.468 | 0.245 |
| FastestLapTime_seconds | 0.359 | 0.400 | 0.208 | 0.112 | 0.264 | 1.000 | 0.048 | -0.266 | 0.093 | 0.240 | 0.084 | -0.014 | 0.094 | 0.357 | 0.203 |
| Grid | -0.104 | 0.000 | 0.322 | 0.251 | -0.039 | 0.048 | 1.000 | -0.130 | 0.185 | -0.149 | -0.598 | 0.561 | -0.003 | -0.059 | -0.248 |
| Laps | -0.012 | 0.408 | 0.085 | 0.050 | 0.495 | -0.266 | -0.130 | 1.000 | 0.040 | 0.054 | 0.326 | -0.494 | -0.008 | 0.052 | 0.213 |
| Nationality | 0.101 | 0.000 | 0.376 | 0.390 | 0.089 | 0.093 | 0.185 | 0.040 | 1.000 | 0.563 | 0.153 | 0.132 | 0.000 | 0.277 | 0.052 |
| PermanentNumber | 0.262 | 0.082 | 0.406 | 0.290 | 0.304 | 0.240 | -0.149 | 0.054 | 0.563 | 1.000 | 0.211 | -0.117 | 0.065 | 0.636 | 0.138 |
| Points | 0.214 | 0.031 | 0.246 | 0.196 | 0.276 | 0.084 | -0.598 | 0.326 | 0.153 | 0.211 | 1.000 | -0.877 | 0.022 | 0.184 | 0.457 |
| Position | -0.200 | 0.000 | 0.228 | 0.172 | -0.265 | -0.014 | 0.561 | -0.494 | 0.132 | -0.117 | -0.877 | 1.000 | -0.006 | -0.038 | -0.495 |
| Round | 0.065 | 0.656 | 0.021 | 0.000 | 0.093 | 0.094 | -0.003 | -0.008 | 0.000 | 0.065 | 0.022 | -0.006 | 1.000 | 0.093 | 0.052 |
| Season | 0.417 | 0.279 | 0.435 | 0.251 | 0.468 | 0.357 | -0.059 | 0.052 | 0.277 | 0.636 | 0.184 | -0.038 | 0.093 | 1.000 | 0.162 |
| Time_seconds | 0.217 | 0.096 | 0.100 | 0.068 | 0.245 | 0.203 | -0.248 | 0.213 | 0.052 | 0.138 | 0.457 | -0.495 | 0.052 | 0.162 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| Season | Round | CircuitID | Position | Points | DriverID | Code | PermanentNumber | GivenName | FamilyName | DateOfBirth | Nationality | ConstructorName | ConstructorNationality | Grid | Laps | Status | Time | FastestLapTime | FastestLapLap | AverageSpeed | Time_seconds | FastestLapTime_seconds | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2000 | 1 | albert_park | 1 | 10.0 | michael_schumacher | MSC | 0 | Michael | Schumacher | 1969-01-03 | German | Ferrari | Italian | 3 | 58 | Finished | 1:34:01.987 | 0 | 0 | 0.0 | 0.000 | 0.0 |
| 1 | 2000 | 1 | albert_park | 2 | 6.0 | barrichello | BAR | 0 | Rubens | Barrichello | 1972-05-23 | Brazilian | Ferrari | Italian | 4 | 58 | Finished | +11.415 | 0 | 0 | 0.0 | 11.415 | 0.0 |
| 2 | 2000 | 1 | albert_park | 3 | 4.0 | ralf_schumacher | SCH | 0 | Ralf | Schumacher | 1975-06-30 | German | Williams | British | 11 | 58 | Finished | +20.009 | 0 | 0 | 0.0 | 20.009 | 0.0 |
| 3 | 2000 | 1 | albert_park | 4 | 3.0 | villeneuve | VIL | 0 | Jacques | Villeneuve | 1971-04-09 | Canadian | BAR | British | 8 | 58 | Finished | +44.447 | 0 | 0 | 0.0 | 44.447 | 0.0 |
| 4 | 2000 | 1 | albert_park | 5 | 2.0 | fisichella | FIS | 0 | Giancarlo | Fisichella | 1973-01-14 | Italian | Benetton | Italian | 9 | 58 | Finished | +45.165 | 0 | 0 | 0.0 | 45.165 | 0.0 |
| 5 | 2000 | 1 | albert_park | 6 | 1.0 | zonta | ZON | 0 | Ricardo | Zonta | 1976-03-23 | Brazilian | BAR | British | 16 | 58 | Finished | +46.468 | 0 | 0 | 0.0 | 46.468 | 0.0 |
| 6 | 2000 | 1 | albert_park | 7 | 0.0 | wurz | WUR | 0 | Alexander | Wurz | 1974-02-15 | Austrian | Benetton | Italian | 14 | 58 | Finished | +46.915 | 0 | 0 | 0.0 | 46.915 | 0.0 |
| 7 | 2000 | 1 | albert_park | 8 | 0.0 | gene | NaN | 0 | Marc | Gené | 1974-03-29 | Spanish | Minardi | Italian | 18 | 57 | +1 Lap | 0 | 0 | 0 | 0.0 | 0.000 | 0.0 |
| 8 | 2000 | 1 | albert_park | 9 | 0.0 | heidfeld | HEI | 0 | Nick | Heidfeld | 1977-05-10 | German | Prost | French | 15 | 56 | +2 Laps | 0 | 0 | 0 | 0.0 | 0.000 | 0.0 |
| 9 | 2000 | 1 | albert_park | 10 | 0.0 | salo | NaN | 0 | Mika | Salo | 1966-11-30 | Finnish | Sauber | Swiss | 10 | 58 | Disqualified | 0 | 0 | 0 | 0.0 | 0.000 | 0.0 |
| Season | Round | CircuitID | Position | Points | DriverID | Code | PermanentNumber | GivenName | FamilyName | DateOfBirth | Nationality | ConstructorName | ConstructorNationality | Grid | Laps | Status | Time | FastestLapTime | FastestLapLap | AverageSpeed | Time_seconds | FastestLapTime_seconds | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9869 | 2024 | 14 | spa | 11 | 0.0 | stroll | STR | 18 | Lance | Stroll | 1998-10-29 | Canadian | Aston Martin | British | 15 | 44 | Finished | +1:03.011 | 1:47.435 | 37 | 234.694 | 63.011 | 107.435 |
| 9870 | 2024 | 14 | spa | 12 | 0.0 | albon | ALB | 23 | Alexander | Albon | 1996-03-23 | Thai | Williams | British | 10 | 44 | Finished | +1:03.651 | 1:48.105 | 44 | 233.239 | 63.651 | 108.105 |
| 9871 | 2024 | 14 | spa | 13 | 0.0 | gasly | GAS | 10 | Pierre | Gasly | 1996-02-07 | French | Alpine F1 Team | French | 12 | 44 | Finished | +1:04.365 | 1:47.996 | 44 | 233.475 | 64.365 | 107.996 |
| 9872 | 2024 | 14 | spa | 14 | 0.0 | kevin_magnussen | MAG | 20 | Kevin | Magnussen | 1992-10-05 | Danish | Haas F1 Team | American | 17 | 44 | Finished | +1:06.631 | 1:47.418 | 30 | 234.731 | 66.631 | 107.418 |
| 9873 | 2024 | 14 | spa | 15 | 0.0 | bottas | BOT | 77 | Valtteri | Bottas | 1989-08-28 | Finnish | Sauber | Swiss | 14 | 44 | Finished | +1:10.638 | 1:47.848 | 44 | 233.795 | 70.638 | 107.848 |
| 9874 | 2024 | 14 | spa | 16 | 0.0 | tsunoda | TSU | 22 | Yuki | Tsunoda | 2000-05-11 | Japanese | RB F1 Team | Italian | 20 | 44 | Finished | +1:16.737 | 1:47.019 | 37 | 235.606 | 76.737 | 107.019 |
| 9875 | 2024 | 14 | spa | 17 | 0.0 | sargeant | SAR | 2 | Logan | Sargeant | 2000-12-31 | American | Williams | British | 18 | 44 | Finished | +1:26.057 | 1:47.969 | 44 | 233.533 | 86.057 | 107.969 |
| 9876 | 2024 | 14 | spa | 18 | 0.0 | hulkenberg | HUL | 27 | Nico | Hülkenberg | 1987-08-19 | German | Haas F1 Team | American | 16 | 44 | Finished | +1:28.833 | 1:47.490 | 43 | 234.574 | 88.833 | 107.490 |
| 9877 | 2024 | 14 | spa | 19 | 0.0 | zhou | ZHO | 24 | Guanyu | Zhou | 1999-05-30 | Chinese | Sauber | Swiss | 19 | 5 | Retired | 0 | 1:48.954 | 44 | 231.422 | 0.000 | 108.954 |
| 9878 | 2024 | 14 | spa | 20 | 0.0 | russell | RUS | 63 | George | Russell | 1998-02-15 | British | Mercedes | German | 6 | 44 | Disqualified | 1:19:57.040 | 1:52.099 | 2 | 224.929 | 0.000 | 112.099 |